ITP OpenIR  > SCI期刊论文
Huang, HP; Zhou, HJ; Huang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100190, Peoples R China.
Counting solutions from finite samplings
Source PublicationPHYSICAL REVIEW E
Language英语
KeywordNeural Population Cortical Networks Entropy Couplings States
AbstractWe formulate the solution counting problem within the framework of the inverse Ising problem and use fast belief propagation equations to estimate the entropy whose value provides an estimate of the true one. We test this idea on both diluted models [random 2-SAT (2-satisfiability) and 3-SAT problems] and a fully connected model (binary perceptron), and show that when the constraint density is small, this estimate can be very close to the true value. The information stored by the salamander retina under the natural movie stimuli can also be estimated, and our result is consistent with that obtained by the Monte Carlo method. Of particular significance is that the sizes of other metastable states for this real neuronal network are predicted.
2012
ISSN1539-3755
Volume85Issue:2Pages:26118
Subject AreaPhysics
Indexed BySCI
Funding OrganizationNSFC [10834014]; 973-Program [2007CB935903]; Research Grants Council of Hong Kong [HKUST 605010] ; NSFC [10834014]; 973-Program [2007CB935903]; Research Grants Council of Hong Kong [HKUST 605010] ; NSFC [10834014]; 973-Program [2007CB935903]; Research Grants Council of Hong Kong [HKUST 605010] ; NSFC [10834014]; 973-Program [2007CB935903]; Research Grants Council of Hong Kong [HKUST 605010]
Citation statistics
Cited Times:4[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.itp.ac.cn/handle/311006/15156
CollectionSCI期刊论文
Corresponding AuthorHuang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100190, Peoples R China.
Recommended Citation
GB/T 7714
Huang, HP,Zhou, HJ,Huang, HP . Counting solutions from finite samplings[J]. PHYSICAL REVIEW E,2012,85(2):26118.
APA Huang, HP,Zhou, HJ,&Huang, HP .(2012).Counting solutions from finite samplings.PHYSICAL REVIEW E,85(2),26118.
MLA Huang, HP,et al."Counting solutions from finite samplings".PHYSICAL REVIEW E 85.2(2012):26118.
Files in This Item:
File Name/Size DocType Version Access License
Counting solutions f(684KB) 开放获取LicenseApplication Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Huang, HP]'s Articles
[Zhou, HJ]'s Articles
[Huang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100190, Peoples R China.]'s Articles
Baidu academic
Similar articles in Baidu academic
[Huang, HP]'s Articles
[Zhou, HJ]'s Articles
[Huang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100190, Peoples R China.]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Huang, HP]'s Articles
[Zhou, HJ]'s Articles
[Huang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100190, Peoples R China.]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.